├── .github └── workflows │ └── convert_notebook.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md └── summary_data_atc23 ├── .gitignore ├── README.md ├── data ├── .gitignore ├── inferred-path-data.csv ├── parent-data.csv.gz ├── service-characteristics.csv ├── service-endpoints.csv ├── service-history.csv └── trace-data.csv.gz ├── generate_figures.ipynb └── requirements.txt /.github/workflows/convert_notebook.yml: -------------------------------------------------------------------------------- 1 | name: Convert notebook 2 | 3 | on: 4 | push: 5 | branches: [ main ] 6 | pull_request: 7 | branches: [ main ] 8 | 9 | permissions: 10 | contents: read 11 | 12 | jobs: 13 | summary_data_atc23: 14 | runs-on: ubuntu-latest 15 | steps: 16 | - uses: actions/checkout@v3 17 | - name: Set up Python 3.10 18 | uses: actions/setup-python@v3 19 | with: 20 | python-version: "3.10" 21 | - name: Install dependencies 22 | run: | 23 | python -m pip install --upgrade pip 24 | pip install -r summary_data_atc23/requirements.txt 25 | - name: Convert notebook 26 | run: | 27 | jupyter nbconvert --to html summary_data_atc23/generate_figures.ipynb 28 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | # Code of Conduct 2 | 3 | ## Our Pledge 4 | 5 | In the interest of fostering an open and welcoming environment, we as 6 | contributors and maintainers pledge to make participation in our project and 7 | our community a harassment-free experience for everyone, regardless of age, body 8 | size, disability, ethnicity, sex characteristics, gender identity and expression, 9 | level of experience, education, socio-economic status, nationality, personal 10 | appearance, race, religion, or sexual identity and orientation. 11 | 12 | ## Our Standards 13 | 14 | Examples of behavior that contributes to creating a positive environment 15 | include: 16 | 17 | * Using welcoming and inclusive language 18 | * Being respectful of differing viewpoints and experiences 19 | * Gracefully accepting constructive criticism 20 | * Focusing on what is best for the community 21 | * Showing empathy towards other community members 22 | 23 | Examples of unacceptable behavior by participants include: 24 | 25 | * The use of sexualized language or imagery and unwelcome sexual attention or 26 | advances 27 | * Trolling, insulting/derogatory comments, and personal or political attacks 28 | * Public or private harassment 29 | * Publishing others' private information, such as a physical or electronic 30 | address, without explicit permission 31 | * Other conduct which could reasonably be considered inappropriate in a 32 | professional setting 33 | 34 | ## Our Responsibilities 35 | 36 | Project maintainers are responsible for clarifying the standards of acceptable 37 | behavior and are expected to take appropriate and fair corrective action in 38 | response to any instances of unacceptable behavior. 39 | 40 | Project maintainers have the right and responsibility to remove, edit, or 41 | reject comments, commits, code, wiki edits, issues, and other contributions 42 | that are not aligned to this Code of Conduct, or to ban temporarily or 43 | permanently any contributor for other behaviors that they deem inappropriate, 44 | threatening, offensive, or harmful. 45 | 46 | ## Scope 47 | 48 | This Code of Conduct applies within all project spaces, and it also applies when 49 | an individual is representing the project or its community in public spaces. 50 | Examples of representing a project or community include using an official 51 | project e-mail address, posting via an official social media account, or acting 52 | as an appointed representative at an online or offline event. 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For 397 | the avoidance of doubt, this paragraph does not form part of the 398 | public licenses. 399 | 400 | Creative Commons may be contacted at creativecommons.org. 401 | 402 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # distributed_traces 2 | 3 | Distributed tracing data ([summary_data_atc23](./summary_data_atc23/)) from Meta's microservices architecture used for findings in the [USENIX ATC'23 paper][atc23] ([PDF][atc23pdf]): 4 | 5 | ``` 6 | @inproceedings {meta-microservices, 7 | author = {Darby Huye and Yuri Shkuro and Raja R. Sambasivan}, 8 | title = {Lifting the veil on {Meta{\textquoteright}s} microservice architecture: Analyses of topology and request workflows}, 9 | booktitle = {2023 USENIX Annual Technical Conference (USENIX ATC 23)}, 10 | year = {2023}, 11 | isbn = {978-1-939133-35-9}, 12 | address = {Boston, MA}, 13 | pages = {419--432}, 14 | url = {https://www.usenix.org/conference/atc23/presentation/huye}, 15 | publisher = {USENIX Association}, 16 | month = jul, 17 | } 18 | ``` 19 | License: [CC BY-NC 4.0](./LICENSE) 20 | 21 | Copyright (c) Meta Platforms, Inc. and affiliates. All rights reserved. 22 | 23 | [atc23]: https://www.usenix.org/conference/atc23/presentation/huye 24 | [atc23pdf]: https://www.usenix.org/system/files/atc23-huye.pdf 25 | -------------------------------------------------------------------------------- /summary_data_atc23/.gitignore: -------------------------------------------------------------------------------- 1 | env/ 2 | .envrc 3 | .ipynb_checkpoints/ 4 | generate_figures.html 5 | -------------------------------------------------------------------------------- /summary_data_atc23/README.md: -------------------------------------------------------------------------------- 1 | # Summary data from distributed traces 2 | 3 | We include a [Jupyter notebook](./generate_figures.ipynb) that provides both the description of the data sets and the code to generate the charts used in the paper. 4 | 5 | To run the notebook live: 6 | 7 | ```shell 8 | # we recommend creating a local virtual environment for Python 9 | 10 | pip3 install -r requirements.txt 11 | jupyter notebook 12 | ``` 13 | -------------------------------------------------------------------------------- /summary_data_atc23/data/.gitignore: -------------------------------------------------------------------------------- 1 | # these files are stored as .gz, so ignore unzipped versions 2 | parent-data.csv 3 | trace-data.csv 4 | -------------------------------------------------------------------------------- /summary_data_atc23/data/inferred-path-data.csv: -------------------------------------------------------------------------------- 1 | call_depth,profile,percent_inferred_total,percent_inferred_known 2 | 10.0,ads,32.25069661179567,0.021379842048318443 3 | 6.0,ads,48.79615157994904,20.0947267803331 4 | 13.0,ads,29.650025913407884,0.0 5 | 4.0,ads,9.458190040970885,1.0522522635994793 6 | 1.0,ads,0.0,0.0 7 | 2.0,ads,7.926862056162634,0.0319842268486952 8 | 17.0,ads,4.6875,0.0 9 | 14.0,ads,5.503618486174963,0.0 10 | 7.0,ads,20.85748483767526,0.05877756909927783 11 | 15.0,ads,9.329538266919672,0.0 12 | 8.0,ads,17.911768426912275,0.0007590901039953443 13 | 18.0,ads,22.727272727272727,0.0 14 | 12.0,ads,35.231023495287126,0.0 15 | 19.0,ads,0.0,0.0 16 | 3.0,ads,11.429219442443461,0.5762310209616214 17 | 9.0,ads,22.12968668005566,0.0 18 | 5.0,ads,35.67754246291979,16.6152060994928 19 | 11.0,ads,10.069078042341863,0.0 20 | 16.0,ads,89.09586551567469,0.0 21 | 3.0,fetch,6.2077146357469575,0.6787213170600161 22 | 6.0,fetch,14.33121944486819,0.5678805180842795 23 | 5.0,fetch,30.891560393043864,11.721920291535778 24 | 8.0,fetch,14.186851211072666,0.0 25 | 2.0,fetch,4.943986738108856,4.628584245823427 26 | 7.0,fetch,13.730355665839536,0.3308519437551696 27 | 1.0,fetch,0.0,0.0 28 | 9.0,fetch,60.416666666666664,0.0 29 | 4.0,fetch,44.399210068068804,0.41824476449732323 30 | 5.0,raas,21.866914385924563,0.16566524839006438 31 | 2.0,raas,0.4962671773131093,0.4176534024429929 32 | 9.0,raas,0.0,0.0 33 | 4.0,raas,17.894543500870114,0.31403971619129123 34 | 3.0,raas,77.9407765732082,1.7065144562851697 35 | 6.0,raas,0.771345054753283,0.3568779721652633 36 | 7.0,raas,7.727509100364014,0.0 37 | 1.0,raas,0.0,0.0 38 | 8.0,raas,6.3439065108514185,0.0 39 | -------------------------------------------------------------------------------- /summary_data_atc23/data/parent-data.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/facebookresearch/distributed_traces/9250e5afce34706098a96aa7725ae4655dfc7d54/summary_data_atc23/data/parent-data.csv.gz -------------------------------------------------------------------------------- /summary_data_atc23/data/service-history.csv: -------------------------------------------------------------------------------- 1 | num_regular_instances,num_regular_services,ds,num_illfitting_instances,num_illfitting_services,num_regular_deprecation,num_illfitting_deprecation,num_regular_creation,num_illfitting_creation 2 | 9572258,7134,2022-06-22,721335,9891,8,425,17,663 3 | 11217130,7476,2022-12-20,1113477,11249,5,361,9,78 4 | 8175158,6070,2021-08-26,355493,7911,8,65,26,623 5 | 8084106,5832,2021-07-27,355633,10210,2,116,17,198 6 | 7308163,5610,2021-03-23,130027,2848,3,107,22,195 7 | 9642794,7064,2022-07-07,695176,9831,6,403,20,603 8 | 9007023,6573,2022-01-31,380631,6704,5,289,11,361 9 | 10870818,7459,2022-11-17,1129526,11835,8,321,11,362 10 | 9038422,6564,2022-01-07,401596,7695,0,150,7,138 11 | 8178606,6020,2021-08-19,342161,8665,8,1426,9,163 12 | 9274622,6873,2022-04-15,610441,8744,3,402,12,480 13 | 8066678,5760,2021-06-26,313180,10566,1,67,0,96 14 | 9995851,7229,2022-09-01,765306,9297,0,546,13,496 15 | 8686938,6175,2021-09-29,399052,10760,36,112,18,192 16 | 9434299,7121,2022-06-20,654590,9367,6,237,15,367 17 | 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https://raw.githubusercontent.com/facebookresearch/distributed_traces/9250e5afce34706098a96aa7725ae4655dfc7d54/summary_data_atc23/data/trace-data.csv.gz -------------------------------------------------------------------------------- /summary_data_atc23/requirements.txt: -------------------------------------------------------------------------------- 1 | jupyter 2 | pandas 3 | seaborn 4 | matplotlib 5 | 6 | # To create pinned version, move the above into requirements.in and run: 7 | # python -m pip freeze | tee requirements.txt 8 | 9 | --------------------------------------------------------------------------------